He sat frozen, the leather of the bench cold against his skin. A bead of sweat trickled down his temple, tracing a slow, deliberate path. Daniel closed his eyes, willing himself to wake up from this nightmare. He could almost feel the familiar sting of chlorine in his eyes, the burn in his lungs. This wasn't real. His name, conspicuously absent from the roster posted on the wall, seemed to burn itself into his memory. He fought back the urge to scream, to lash out, to somehow reverse the irreversible.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219